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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of ContextFold - scored higher in this pairwise comparison

  4. Performance of Multilign(20) - scored lower in this pairwise comparison

  5. Compile and download dataset for ContextFold & Multilign(20) [.zip] - may take several seconds...


Overview

Metric ContextFold Multilign(20)
MCC 0.842 > 0.649
Average MCC ± 95% Confidence Intervals 0.842 ± 0.017 > 0.651 ± 0.017
Sensitivity 0.794 > 0.590
Positive Predictive Value 0.893 > 0.717
Total TP 15841 > 11762
Total TN 11479797 < 11481126
Total FP 2230 < 5457
Total FP CONTRA 330 < 614
Total FP INCONS 1568 < 4034
Total FP COMP 332 < 809
Total FN 4111 < 8190
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of ContextFold and Multilign(20). Positive Predictive Value (PPV) is plotted against sensitivity. Each dot represents a single test of each method. See tables below for raw data (individual counts for ContextFold and Multilign(20)).

  2. Average Matthews Correlation Coefficients (MCC) with 95% confidence intervals (CIs) were plotted for different RNA families, for which at least 3 members were present in the benchmarking dataset. 'n' denotes the number of MCCs used to calculate the average and CI. See tables below for raw data (individual counts for ContextFold and Multilign(20)).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for ContextFold and Multilign(20). The whiskers correspond to 95% confidence intervals (CIs). 'n' denotes the number of MCCs used to calculate average MCCs and CIs. See tables below for raw data (individual counts for ContextFold and Multilign(20)).

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Performance of ContextFold - scored higher in this pairwise comparison

1. Total counts & total scores for ContextFold

Total Base Pair Counts
Total TP 15841
Total TN 11479797
Total FP 2230
Total FP CONTRA 330
Total FP INCONS 1568
Total FP COMP 332
Total FN 4111
Total Scores
MCC 0.842
Average MCC ± 95% Confidence Intervals 0.842 ± 0.017
Sensitivity 0.794
Positive Predictive Value 0.893
Nr of predictions 191

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2. Individual counts for ContextFold [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00005 0.91 0.85 0.98 99 57869 2 0 2 0 18
ASE_00006 0.89 0.87 0.90 81 47496 9 1 8 0 12
ASE_00007 0.91 0.86 0.97 95 59587 3 0 3 0 15
ASE_00012 0.69 0.63 0.75 78 73816 29 3 23 3 45
ASE_00018 0.88 0.84 0.93 112 80480 9 0 9 0 22
ASE_00020 0.76 0.71 0.81 89 73810 21 1 20 0 37
ASE_00021 0.87 0.79 0.95 126 104064 10 0 6 4 34
ASE_00035 0.75 0.65 0.86 77 70410 15 1 12 2 41
ASE_00037 0.88 0.80 0.98 88 59250 2 0 2 0 22
ASE_00038 0.94 0.89 1.00 90 53538 0 0 0 0 11
ASE_00040 0.88 0.81 0.96 108 78891 7 0 4 3 25
ASE_00041 0.88 0.81 0.97 87 57540 5 0 3 2 21
ASE_00042 0.82 0.74 0.91 108 89981 14 1 10 3 37
ASE_00044 0.92 0.87 0.97 91 54521 6 0 3 3 14
ASE_00064 0.95 0.91 1.00 81 45370 1 0 0 1 8
ASE_00068 0.82 0.75 0.90 64 37604 7 0 7 0 21
ASE_00074 0.95 0.90 1.00 107 67789 0 0 0 0 12
ASE_00075 0.83 0.74 0.94 120 108683 12 1 7 4 42
ASE_00077 0.88 0.84 0.94 72 45073 5 1 4 0 14
ASE_00078 0.88 0.88 0.89 73 42989 10 3 6 1 10
ASE_00080 0.79 0.74 0.84 91 71523 21 0 17 4 32
ASE_00081 0.92 0.86 1.00 83 49687 0 0 0 0 14
ASE_00082 0.93 0.86 1.00 100 70400 8 0 0 8 16
ASE_00083 0.80 0.77 0.83 85 62379 20 0 17 3 25
ASE_00084 0.93 0.89 0.97 88 53537 3 1 2 0 11
ASE_00087 0.89 0.81 0.98 116 88292 2 0 2 0 28
ASE_00090 0.84 0.83 0.86 84 55513 14 1 13 0 17
ASE_00092 0.94 0.91 0.97 103 63440 3 1 2 0 10
ASE_00099 0.92 0.85 1.00 102 64518 0 0 0 0 18
ASE_00104 0.92 0.85 1.00 101 64160 0 0 0 0 18
ASE_00105 0.74 0.65 0.84 72 64175 14 0 14 0 39
ASE_00107 0.93 0.87 1.00 111 73042 0 0 0 0 16
ASE_00115 0.96 0.93 0.99 94 54520 5 0 1 4 7
ASE_00118 0.80 0.76 0.85 78 60634 15 1 13 1 24
ASE_00119 0.89 0.87 0.90 94 62731 10 1 9 0 14
ASE_00123 0.88 0.81 0.96 69 38431 3 0 3 0 16
ASE_00126 0.94 0.89 0.99 73 40396 1 0 1 0 9
ASE_00128 0.93 0.86 1.00 86 53215 0 0 0 0 14
ASE_00129 0.72 0.68 0.77 76 62736 23 1 22 0 35
ASE_00131 0.90 0.82 0.99 70 39269 1 0 1 0 15
ASE_00134 0.92 0.89 0.96 85 50314 4 0 4 0 10
ASE_00135 0.95 0.91 0.99 99 63090 6 0 1 5 10
ASE_00136 0.95 0.91 0.99 84 48120 1 0 1 0 8
ASE_00137 0.91 0.88 0.95 86 48425 5 1 4 0 12
ASE_00138 0.93 0.89 0.97 72 40396 2 0 2 0 9
ASE_00140 0.91 0.84 0.98 105 70769 2 2 0 0 20
ASE_00142 0.90 0.83 0.97 101 67057 5 0 3 2 21
ASE_00146 0.84 0.75 0.94 93 70777 7 1 5 1 31
ASE_00153 0.51 0.51 0.51 37 57558 68 6 29 33 36
ASE_00163 0.85 0.84 0.87 78 53211 16 3 9 4 15
ASE_00165 0.84 0.80 0.89 81 52884 11 3 7 1 20
ASE_00170 0.91 0.87 0.95 81 48743 6 0 4 2 12
ASE_00171 0.86 0.79 0.95 74 48438 4 0 4 0 20
ASE_00172 0.86 0.83 0.90 88 58898 11 2 8 1 18
ASE_00174 0.91 0.85 0.97 93 60979 4 0 3 1 16
ASE_00175 0.94 0.90 0.98 96 59933 3 0 2 1 11
ASE_00179 0.82 0.76 0.89 64 44181 8 4 4 0 20
ASE_00180 0.93 0.87 1.00 87 51273 0 0 0 0 13
ASE_00181 0.93 0.90 0.96 95 57531 4 0 4 0 11
ASE_00182 0.91 0.85 0.97 116 84135 4 0 4 0 20
ASE_00183 0.83 0.81 0.85 91 61318 17 0 16 1 22
ASE_00184 0.96 0.93 0.99 95 54519 2 0 1 1 7
ASE_00185 0.92 0.87 0.98 111 73423 2 0 2 0 17
ASE_00190 0.86 0.81 0.91 73 45371 8 0 7 1 17
ASE_00197 0.77 0.73 0.82 106 89123 27 0 24 3 39
ASE_00198 0.95 0.90 1.00 92 52558 0 0 0 0 10
ASE_00203 0.94 0.90 0.99 86 46578 1 1 0 0 10
ASE_00212 0.86 0.82 0.90 122 93826 16 1 12 3 26
ASE_00214 0.95 0.91 0.99 94 56185 6 0 1 5 9
ASE_00215 0.92 0.85 1.00 84 48432 1 0 0 1 15
ASE_00216 0.91 0.88 0.94 72 39263 5 3 2 0 10
ASE_00217 0.83 0.74 0.93 67 40398 10 0 5 5 23
ASE_00221 0.76 0.68 0.84 80 64525 15 1 14 0 37
ASE_00228 0.85 0.83 0.87 71 46889 12 3 8 1 15
ASE_00229 0.91 0.87 0.94 76 42405 5 1 4 0 11
ASE_00231 0.94 0.92 0.97 88 47804 3 1 2 0 8
ASE_00232 0.96 0.93 1.00 78 38425 0 0 0 0 6
ASE_00234 0.78 0.73 0.83 94 75353 19 1 18 0 35
ASE_00238 0.94 0.90 0.98 103 64156 2 1 1 0 11
ASE_00241 0.96 0.93 0.99 81 43874 1 0 1 0 6
ASE_00242 0.92 0.89 0.95 100 60970 5 3 2 0 12
ASE_00254 0.90 0.85 0.95 70 36782 4 0 4 0 12
ASE_00257 0.96 0.93 1.00 90 50950 0 0 0 0 7
ASE_00263 0.88 0.85 0.92 102 70389 9 0 9 0 18
ASE_00267 0.96 0.92 1.00 81 45069 2 0 0 2 7
ASE_00270 0.91 0.86 0.96 110 72275 5 1 4 0 18
ASE_00274 0.89 0.83 0.96 86 55521 4 1 3 0 17
ASE_00277 0.81 0.78 0.85 71 48121 13 1 12 0 20
ASE_00279 0.92 0.86 0.98 87 53212 2 0 2 0 14
ASE_00280 0.86 0.82 0.90 80 51914 9 0 9 0 18
ASE_00281 0.95 0.91 1.00 80 44471 0 0 0 0 8
ASE_00282 0.88 0.83 0.95 105 77704 10 0 6 4 22
ASE_00283 0.90 0.86 0.95 92 61679 5 0 5 0 15
ASE_00284 0.95 0.91 1.00 98 58213 0 0 0 0 10
ASE_00285 0.86 0.80 0.92 97 68901 8 0 8 0 25
ASE_00286 0.88 0.85 0.92 78 46580 10 0 7 3 14
ASE_00287 0.93 0.86 1.00 89 54857 0 0 0 0 14
ASE_00292 0.71 0.66 0.76 91 81690 29 0 29 0 47
ASE_00294 0.90 0.83 0.97 142 114334 8 0 5 3 29
ASE_00296 0.84 0.79 0.90 115 91678 13 1 12 0 30
ASE_00297 0.87 0.84 0.90 82 52884 10 1 8 1 16
ASE_00298 0.72 0.68 0.76 77 67427 24 2 22 0 36
ASE_00328 0.91 0.86 0.97 96 72672 9 0 3 6 16
ASE_00332 0.65 0.62 0.69 85 81687 39 2 36 1 53
ASE_00340 0.79 0.75 0.82 64 45978 17 2 12 3 21
ASE_00342 0.91 0.86 0.96 99 62378 4 0 4 0 16
ASE_00353 0.95 0.92 0.99 98 57871 1 1 0 0 9
ASE_00361 0.94 0.88 1.00 112 75354 2 0 0 2 15
ASE_00362 0.88 0.86 0.90 78 48118 9 2 7 0 13
ASE_00363 0.95 0.91 0.98 86 51272 3 0 2 1 8
ASE_00364 0.90 0.86 0.95 90 54190 5 0 5 0 15
ASE_00366 0.79 0.77 0.81 75 58560 18 3 15 0 23
ASE_00367 0.90 0.84 0.96 72 42996 7 0 3 4 14
ASE_00369 0.96 0.93 1.00 99 55846 1 0 0 1 8
ASE_00370 0.94 0.90 0.99 76 41828 1 0 1 0 8
ASE_00372 0.84 0.81 0.88 81 51911 12 1 10 1 19
ASE_00374 0.88 0.88 0.90 77 44764 9 2 7 0 11
ASE_00376 0.88 0.85 0.92 89 56856 8 0 8 0 16
ASE_00377 0.95 0.93 0.98 99 57529 2 0 2 0 8
ASE_00379 0.90 0.87 0.94 77 45974 7 0 5 2 12
ASE_00382 0.96 0.93 0.99 78 41826 1 0 1 0 6
ASE_00383 0.93 0.87 1.00 91 54524 0 0 0 0 14
ASE_00384 0.95 0.90 1.00 83 48433 0 0 0 0 9
ASE_00386 0.85 0.81 0.90 78 50316 10 5 4 1 18
ASE_00387 0.89 0.86 0.93 89 55849 7 0 7 0 15
ASE_00388 0.94 0.89 1.00 79 45674 0 0 0 0 10
ASE_00390 0.93 0.89 0.97 76 42117 8 0 2 6 9
ASE_00393 0.89 0.84 0.94 78 47812 5 0 5 0 15
ASE_00394 0.96 0.91 1.00 85 46886 0 0 0 0 8
ASE_00395 0.98 0.95 1.00 80 41536 2 0 0 2 4
ASE_00396 0.91 0.88 0.95 73 41539 4 0 4 0 10
ASE_00397 0.94 0.89 0.99 93 54521 1 1 0 0 12
ASE_00398 0.72 0.65 0.80 68 55860 17 0 17 0 36
ASE_00400 0.85 0.79 0.91 84 57878 8 0 8 0 22
ASE_00401 0.85 0.81 0.90 102 76915 11 0 11 0 24
ASE_00402 0.90 0.87 0.94 74 42407 5 0 5 0 11
ASE_00403 0.85 0.79 0.90 85 55851 9 0 9 0 22
ASE_00404 0.90 0.86 0.95 73 42994 7 0 4 3 12
ASE_00406 0.97 0.94 1.00 88 48740 2 0 0 2 6
ASE_00411 0.82 0.81 0.83 72 49368 15 5 10 0 17
ASE_00412 0.87 0.81 0.94 85 58221 5 0 5 0 20
ASE_00413 0.90 0.90 0.90 73 44470 11 5 3 3 8
ASE_00415 0.89 0.85 0.93 88 54851 7 0 7 0 15
ASE_00416 0.92 0.88 0.96 112 77304 8 1 4 3 15
ASE_00419 0.96 0.93 0.98 96 54848 3 1 1 1 7
ASE_00422 0.92 0.88 0.97 83 46885 9 0 3 6 11
ASE_00423 0.92 0.87 0.97 95 56855 4 2 1 1 14
ASE_00428 0.87 0.82 0.92 102 76525 10 1 8 1 23
ASE_00430 0.95 0.91 1.00 88 46883 3 0 0 3 9
ASE_00437 0.75 0.67 0.83 91 79292 18 0 18 0 44
ASE_00441 0.93 0.87 0.99 97 64163 4 0 1 3 15
ASE_00448 0.91 0.85 0.97 95 64163 8 0 3 5 17
ASE_00451 0.91 0.85 0.97 106 70767 3 1 2 0 19
RFA_00599 0.27 0.27 0.27 30 101365 98 14 66 18 81
RFA_00601 0.33 0.35 0.32 40 99109 96 28 58 10 74
TMR_00017 0.84 0.76 0.93 78 67077 6 2 4 0 24
TMR_00018 0.77 0.73 0.82 67 64538 15 7 8 0 25
TMR_00038 0.73 0.66 0.81 73 71163 17 5 12 0 37
TMR_00042 0.54 0.47 0.62 46 62761 31 4 24 3 52
TMR_00046 0.54 0.51 0.58 49 62750 39 6 30 3 47
TMR_00048 0.52 0.48 0.55 46 64897 44 5 32 7 49
TMR_00080 0.60 0.59 0.61 57 70407 37 8 28 1 39
TMR_00082 0.70 0.64 0.77 61 67817 20 7 11 2 35
TMR_00123 0.88 0.79 0.99 80 66349 1 1 0 0 21
TMR_00137 0.75 0.66 0.86 59 61006 13 1 9 3 30
TMR_00142 0.57 0.52 0.63 53 70792 41 6 25 10 49
TMR_00207 0.75 0.68 0.83 70 72306 15 2 12 1 33
TMR_00257 0.78 0.70 0.86 69 67081 11 1 10 0 29
TMR_00271 0.66 0.62 0.71 56 64182 27 6 17 4 35
TMR_00366 0.51 0.48 0.54 48 67807 51 15 26 10 52
TMR_00378 0.52 0.49 0.55 48 67809 45 13 26 6 49
TMR_00399 0.55 0.53 0.56 50 64891 41 11 28 2 44
TMR_00404 0.70 0.70 0.70 64 67437 40 9 18 13 28
TMR_00427 0.70 0.66 0.74 64 67442 25 8 14 3 33
TMR_00443 0.87 0.77 0.99 80 67080 1 1 0 0 24
TMR_00451 0.69 0.62 0.77 55 63475 16 5 11 0 34
TMR_00458 0.73 0.68 0.79 63 63466 18 2 15 1 30
TMR_00469 0.79 0.74 0.84 74 64532 14 9 5 0 26
TMR_00472 0.72 0.67 0.77 65 64536 23 7 12 4 32
TMR_00519 0.72 0.65 0.79 62 63112 19 2 14 3 33
TMR_00520 0.72 0.67 0.78 66 63105 28 0 19 9 33
TMR_00522 0.64 0.61 0.67 59 63102 37 3 26 8 38
TMR_00528 0.77 0.70 0.85 68 63110 12 6 6 0 29
TMR_00568 0.69 0.63 0.76 62 60644 22 2 18 2 37
TMR_00571 0.61 0.57 0.66 56 60641 35 2 27 6 43
TMR_00580 0.68 0.65 0.71 65 60635 29 7 19 3 35
TMR_00584 0.80 0.73 0.88 71 60994 14 4 6 4 26
TMR_00586 0.68 0.64 0.73 62 60990 26 8 15 3 35
TMR_00616 0.63 0.62 0.65 61 67067 34 8 25 1 38
TMR_00699 0.80 0.75 0.85 76 67072 13 3 10 0 26
TMR_00702 0.77 0.71 0.84 71 67076 14 4 10 0 29

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Performance of Multilign(20) - scored lower in this pairwise comparison

1. Total counts & total scores for Multilign(20)

Total Base Pair Counts
Total TP 11762
Total TN 11481126
Total FP 5457
Total FP CONTRA 614
Total FP INCONS 4034
Total FP COMP 809
Total FN 8190
Total Scores
MCC 0.649
Average MCC ± 95% Confidence Intervals 0.651 ± 0.017
Sensitivity 0.590
Positive Predictive Value 0.717
Nr of predictions 191

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2. Individual counts for Multilign(20) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00005 0.73 0.66 0.82 77 57876 23 0 17 6 40
ASE_00006 0.78 0.76 0.81 71 47498 22 1 16 5 22
ASE_00007 0.70 0.63 0.78 69 59596 25 0 20 5 41
ASE_00012 0.62 0.56 0.69 69 73820 36 3 28 5 54
ASE_00018 0.75 0.67 0.84 90 80494 19 1 16 2 44
ASE_00020 0.49 0.43 0.56 54 73823 43 4 39 0 72
ASE_00021 0.62 0.51 0.75 82 104086 30 5 23 2 78
ASE_00035 0.62 0.57 0.68 67 70402 35 3 28 4 51
ASE_00037 0.56 0.49 0.64 54 59255 31 4 27 0 56
ASE_00038 0.57 0.53 0.61 54 53540 37 3 31 3 47
ASE_00040 0.69 0.62 0.75 83 78893 28 0 27 1 50
ASE_00041 0.72 0.67 0.78 72 57538 21 1 19 1 36
ASE_00042 0.50 0.41 0.61 60 90002 41 2 36 3 85
ASE_00044 0.83 0.77 0.89 81 54524 12 0 10 2 24
ASE_00064 0.76 0.67 0.86 60 45381 21 0 10 11 29
ASE_00068 0.76 0.71 0.82 60 37602 17 0 13 4 25
ASE_00074 0.82 0.78 0.87 93 67789 14 1 13 0 26
ASE_00075 0.75 0.64 0.87 104 108691 24 3 13 8 58
ASE_00077 0.61 0.55 0.67 47 45080 33 5 18 10 39
ASE_00078 0.81 0.77 0.84 64 42995 18 0 12 6 19
ASE_00080 0.52 0.48 0.57 59 71528 44 5 39 0 64
ASE_00081 0.80 0.75 0.86 73 49685 13 0 12 1 24
ASE_00082 0.58 0.53 0.63 62 70402 47 3 33 11 54
ASE_00083 0.82 0.74 0.91 81 62392 10 0 8 2 29
ASE_00084 0.60 0.55 0.67 54 53547 27 1 26 0 45
ASE_00087 0.47 0.40 0.57 57 88310 43 2 41 0 87
ASE_00090 0.52 0.46 0.60 46 55534 36 5 26 5 55
ASE_00092 0.69 0.63 0.76 71 63452 24 0 23 1 42
ASE_00099 0.81 0.76 0.86 91 64514 16 2 13 1 29
ASE_00104 0.82 0.76 0.89 90 64160 16 1 10 5 29
ASE_00105 0.53 0.49 0.58 54 64168 41 6 33 2 57
ASE_00107 0.64 0.57 0.73 72 73055 28 1 25 2 55
ASE_00115 0.72 0.61 0.84 62 54541 12 1 11 0 39
ASE_00118 0.55 0.49 0.62 50 60645 33 1 30 2 52
ASE_00119 0.55 0.50 0.61 54 62747 36 1 33 2 54
ASE_00123 0.55 0.51 0.60 43 38431 33 1 28 4 42
ASE_00126 0.70 0.70 0.71 57 40390 30 3 20 7 25
ASE_00128 0.74 0.62 0.87 62 53230 13 1 8 4 38
ASE_00129 0.69 0.63 0.75 70 62742 23 2 21 0 41
ASE_00131 0.48 0.42 0.54 36 39273 36 2 29 5 49
ASE_00134 0.71 0.67 0.74 64 50317 23 3 19 1 31
ASE_00135 0.54 0.49 0.60 53 63102 40 6 29 5 56
ASE_00136 0.83 0.78 0.89 72 48124 16 0 9 7 20
ASE_00137 0.52 0.48 0.56 47 48432 42 0 37 5 51
ASE_00138 0.79 0.73 0.87 59 40402 12 3 6 3 22
ASE_00140 0.46 0.38 0.55 48 70789 40 3 36 1 77
ASE_00142 0.72 0.67 0.78 82 67056 25 3 20 2 40
ASE_00146 0.64 0.54 0.76 67 70788 22 1 20 1 57
ASE_00153 0.38 0.37 0.39 27 57560 76 9 34 33 46
ASE_00163 0.69 0.67 0.71 62 53214 27 7 18 2 31
ASE_00165 0.54 0.49 0.60 49 52893 35 6 27 2 52
ASE_00170 0.83 0.77 0.90 72 48748 10 2 6 2 21
ASE_00171 0.88 0.80 0.96 75 48438 8 0 3 5 19
ASE_00172 0.66 0.58 0.76 61 58916 25 3 16 6 45
ASE_00174 0.53 0.45 0.63 49 60997 32 1 28 3 60
ASE_00175 0.63 0.55 0.73 59 59950 27 2 20 5 48
ASE_00179 0.76 0.69 0.84 58 44184 15 1 10 4 26
ASE_00180 0.77 0.70 0.85 70 51278 15 3 9 3 30
ASE_00181 0.67 0.63 0.71 67 57536 30 0 27 3 39
ASE_00182 0.48 0.40 0.57 55 84158 42 2 40 0 81
ASE_00183 0.70 0.63 0.77 71 61333 23 0 21 2 42
ASE_00184 0.76 0.68 0.85 69 54534 20 0 12 8 33
ASE_00185 0.42 0.38 0.47 48 73434 58 2 52 4 80
ASE_00190 0.46 0.37 0.57 33 45393 28 4 21 3 57
ASE_00197 0.42 0.36 0.50 52 89150 54 1 50 3 93
ASE_00198 0.63 0.58 0.69 59 52564 30 3 24 3 43
ASE_00203 0.56 0.52 0.61 50 46583 36 0 32 4 46
ASE_00212 0.66 0.59 0.74 88 93842 33 1 30 2 60
ASE_00214 0.83 0.79 0.87 81 56187 17 3 9 5 22
ASE_00215 0.18 0.15 0.23 15 48450 55 4 47 4 84
ASE_00216 0.71 0.67 0.74 55 39266 26 2 17 7 27
ASE_00217 0.50 0.46 0.55 41 40395 39 1 33 5 49
ASE_00221 0.65 0.56 0.74 66 64531 24 0 23 1 51
ASE_00228 0.69 0.67 0.72 58 46890 26 4 19 3 28
ASE_00229 0.60 0.57 0.63 50 42406 32 4 26 2 37
ASE_00231 0.44 0.40 0.50 38 47819 42 3 35 4 58
ASE_00232 0.81 0.81 0.81 68 38419 17 6 10 1 16
ASE_00234 0.68 0.60 0.76 78 75363 27 6 19 2 51
ASE_00238 0.50 0.45 0.55 51 64169 42 6 35 1 63
ASE_00241 0.78 0.71 0.86 62 43884 15 1 9 5 25
ASE_00242 0.72 0.66 0.80 74 60982 24 1 18 5 38
ASE_00254 0.48 0.46 0.50 38 36780 39 5 33 1 44
ASE_00257 0.70 0.64 0.78 62 50960 25 1 17 7 35
ASE_00263 0.46 0.41 0.52 49 70405 47 6 40 1 71
ASE_00267 0.75 0.68 0.82 60 45077 21 1 12 8 28
ASE_00270 0.56 0.49 0.64 63 72292 38 2 33 3 65
ASE_00274 0.59 0.51 0.67 53 55532 28 5 21 2 50
ASE_00277 0.79 0.75 0.83 68 48123 16 0 14 2 23
ASE_00279 0.78 0.73 0.82 74 53211 20 2 14 4 27
ASE_00280 0.72 0.66 0.78 65 51920 21 1 17 3 33
ASE_00281 0.80 0.73 0.89 64 44479 15 1 7 7 24
ASE_00282 0.48 0.42 0.56 53 77721 42 3 38 1 74
ASE_00283 0.73 0.67 0.80 72 61686 23 0 18 5 35
ASE_00284 0.65 0.59 0.71 64 58221 29 3 23 3 44
ASE_00285 0.58 0.51 0.67 62 68914 32 3 27 2 60
ASE_00286 0.82 0.74 0.91 68 46590 10 1 6 3 24
ASE_00287 0.62 0.56 0.68 58 54861 28 0 27 1 45
ASE_00292 0.74 0.64 0.84 89 81704 22 2 15 5 49
ASE_00294 0.75 0.63 0.89 108 114359 16 1 13 2 63
ASE_00296 0.64 0.54 0.76 78 91704 26 1 23 2 67
ASE_00297 0.62 0.53 0.72 52 52903 21 1 19 1 46
ASE_00298 0.48 0.43 0.53 49 67435 46 2 42 2 64
ASE_00328 0.76 0.67 0.87 75 72685 23 1 10 12 37
ASE_00332 0.45 0.37 0.55 51 81717 44 3 39 2 87
ASE_00340 0.58 0.54 0.63 46 45983 31 8 19 4 39
ASE_00342 0.82 0.76 0.88 87 62382 12 2 10 0 28
ASE_00353 0.65 0.62 0.69 66 57874 35 2 28 5 41
ASE_00361 0.58 0.49 0.69 62 75376 29 3 25 1 65
ASE_00362 0.74 0.65 0.86 59 48136 10 0 10 0 32
ASE_00363 0.81 0.73 0.90 69 51283 14 1 7 6 25
ASE_00364 0.63 0.56 0.71 59 54202 29 1 23 5 46
ASE_00366 0.62 0.57 0.67 56 58570 31 6 21 4 42
ASE_00367 0.57 0.53 0.61 46 42995 36 1 29 6 40
ASE_00369 0.82 0.74 0.92 79 55859 7 1 6 0 28
ASE_00370 0.86 0.81 0.92 68 41831 14 0 6 8 16
ASE_00372 0.67 0.59 0.77 59 51926 19 1 17 1 41
ASE_00374 0.81 0.73 0.90 64 44779 8 1 6 1 24
ASE_00376 0.66 0.61 0.71 64 56863 28 1 25 2 41
ASE_00377 0.61 0.55 0.69 59 57544 29 3 24 2 48
ASE_00379 0.54 0.48 0.61 43 45986 38 0 27 11 46
ASE_00382 0.86 0.81 0.92 68 41831 14 0 6 8 16
ASE_00383 0.79 0.72 0.85 76 54526 14 4 9 1 29
ASE_00384 0.70 0.65 0.75 60 48436 26 4 16 6 32
ASE_00386 0.65 0.60 0.70 58 50320 27 5 20 2 38
ASE_00387 0.67 0.63 0.70 66 55851 29 0 28 1 38
ASE_00388 0.51 0.47 0.56 42 45678 40 2 31 7 47
ASE_00390 0.85 0.80 0.89 68 42119 17 0 8 9 17
ASE_00393 0.70 0.63 0.77 59 47818 20 1 17 2 34
ASE_00394 0.80 0.72 0.88 67 46895 13 4 5 4 26
ASE_00395 0.73 0.69 0.77 58 41541 21 0 17 4 26
ASE_00396 0.72 0.66 0.79 55 41546 19 2 13 4 28
ASE_00397 0.74 0.69 0.79 72 54524 23 1 18 4 33
ASE_00398 0.68 0.62 0.76 64 55861 29 1 19 9 40
ASE_00400 0.74 0.69 0.80 73 57879 19 1 17 1 33
ASE_00401 0.52 0.44 0.63 55 76940 40 0 33 7 71
ASE_00402 0.76 0.69 0.84 59 42416 15 1 10 4 26
ASE_00403 0.66 0.58 0.76 62 55863 25 3 17 5 45
ASE_00404 0.78 0.73 0.83 62 42996 17 1 12 4 23
ASE_00406 0.82 0.73 0.91 69 48752 15 0 7 8 25
ASE_00411 0.57 0.53 0.62 47 49379 30 10 19 1 42
ASE_00412 0.56 0.50 0.62 53 58226 34 3 29 2 52
ASE_00413 0.60 0.57 0.64 46 44479 27 2 24 1 35
ASE_00415 0.60 0.57 0.63 59 54853 40 2 32 6 44
ASE_00416 0.69 0.59 0.80 75 77327 28 1 18 9 52
ASE_00419 0.75 0.68 0.83 70 54862 16 3 11 2 33
ASE_00422 0.65 0.63 0.67 59 46883 30 4 25 1 35
ASE_00423 0.84 0.77 0.92 84 56862 10 1 6 3 25
ASE_00428 0.57 0.54 0.60 68 76522 47 4 42 1 57
ASE_00430 0.79 0.76 0.82 74 46881 16 2 14 0 23
ASE_00437 0.67 0.60 0.75 81 79293 27 1 26 0 54
ASE_00441 0.66 0.57 0.77 64 64178 19 2 17 0 48
ASE_00448 0.63 0.59 0.67 66 64163 39 2 30 7 46
ASE_00451 0.68 0.60 0.77 75 70779 24 1 21 2 50
RFA_00599 0.71 0.71 0.71 79 101363 50 13 20 17 32
RFA_00601 0.58 0.54 0.61 62 99134 50 10 29 11 52
TMR_00017 0.59 0.56 0.62 57 67069 39 8 27 4 45
TMR_00018 0.59 0.54 0.65 50 64543 31 7 20 4 42
TMR_00038 0.73 0.66 0.79 73 71161 24 1 18 5 37
TMR_00042 0.61 0.57 0.65 56 62749 34 7 23 4 42
TMR_00046 0.65 0.63 0.67 60 62746 35 9 20 6 36
TMR_00048 0.59 0.55 0.63 52 64898 38 6 24 8 43
TMR_00080 0.51 0.46 0.56 44 70422 34 10 24 0 52
TMR_00082 0.65 0.59 0.71 57 67816 30 7 16 7 39
TMR_00123 0.64 0.59 0.68 60 66342 34 4 24 6 41
TMR_00137 0.33 0.28 0.38 25 61009 44 9 32 3 64
TMR_00142 0.62 0.64 0.61 65 70769 49 12 30 7 37
TMR_00207 0.40 0.35 0.45 36 72310 49 6 38 5 67
TMR_00257 0.68 0.61 0.76 60 67082 27 4 15 8 38
TMR_00271 0.64 0.56 0.74 51 64192 20 6 12 2 40
TMR_00366 0.64 0.60 0.67 60 67807 40 12 17 11 40
TMR_00378 0.67 0.63 0.71 61 67810 38 5 20 13 36
TMR_00399 0.48 0.45 0.52 42 64899 46 9 30 7 52
TMR_00404 0.59 0.59 0.60 54 67438 49 12 24 13 38
TMR_00427 0.53 0.41 0.69 40 67470 22 7 11 4 57
TMR_00443 0.67 0.59 0.77 61 67082 22 4 14 4 43
TMR_00451 0.52 0.45 0.60 40 63479 31 7 20 4 49
TMR_00458 0.70 0.63 0.77 59 63469 21 4 14 3 34
TMR_00469 0.75 0.73 0.78 73 64526 30 7 14 9 27
TMR_00472 0.76 0.73 0.80 71 64531 23 7 11 5 26
TMR_00519 0.60 0.57 0.64 54 63106 34 12 18 4 41
TMR_00520 0.67 0.62 0.73 61 63106 31 4 19 8 38
TMR_00522 0.53 0.47 0.60 46 63113 36 9 22 5 51
TMR_00528 0.51 0.45 0.58 44 63114 37 10 22 5 53
TMR_00568 0.62 0.59 0.65 58 60637 40 8 23 9 41
TMR_00571 0.69 0.65 0.73 64 60638 34 10 14 10 35
TMR_00580 0.62 0.61 0.63 61 60629 46 10 26 10 39
TMR_00584 0.65 0.61 0.69 59 60989 36 6 21 9 38
TMR_00586 0.60 0.59 0.61 57 60982 43 11 25 7 40
TMR_00616 0.65 0.63 0.68 62 67070 35 7 22 6 37
TMR_00699 0.69 0.60 0.80 61 67085 16 2 13 1 41
TMR_00702 0.63 0.54 0.73 54 67087 26 7 13 6 46

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Matthews Correlation Coeffient, Sensitivity and Positive Predictive Value have been calculated based on the paper by Gardener & Giegerich, 2004.